Michael Gastegger
4 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
graph neural network
(2)
point cloud
(1)
geometric deep learning
(1)
model interpretability
(1)
max-product algorithm
(1)
probabilistic graphical model
(1)
quantum chemistry
(1)
molecular generation
(1)
equivariant representation
(1)
point cloud processing
(1)
molecular property prediction
(1)
message passing neural network
(1)
rotational invariance
(1)
generative neural network
(1)
layer-wise relevance propagation
(1)
walk search
(1)
tensorial property
(1)
molecular spectra
(1)
wavefunction prediction
(1)
tensorial properties
(1)
Papers
Relevant Walk Search for Explaining Graph Neural Networks
ICML 2023
Equivariant message passing for the prediction of tensorial properties and molecular spectra
ICML 2021
SE(3)-equivariant prediction of molecular wavefunctions and electronic densities
NeurIPS 2021
Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules
NeurIPS 2019